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Measurement of Household Financial Risk with the Survey of Household Finances

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  • Felipe Martínez
  • Rodrigo Cifuentes
  • Carlos Madeira
  • Rubén Poblete-Cazenave
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    Abstract

    In this paper we study the determinants of financial risk of households. We estimate the probability of default of household using a probit model with two novel variables: (i) a Modified version of the Debt Service Ratio index (MDSR) and (ii) the probability of job layoff of the head of the household. Our new index allows us to include households without any transitory income in the analysis and solve the outliers’ problem underlying the standard Debt Service Ratio (DSR). The probability of layoff allows us to incorporate the uncertainty with respect to the labor status and income of the household’s head. In addition, we study the marginal probability of default for different income strata and age strata by levels of MDSR, conditional in others characteristics. We use micro-data from the Survey of Household Finances (SHF) of the Central Bank of Chile. Our estimates show that both, the MDSR and the probability of job layoff, are positively related with the probability of default. In fact, we found a monotonically increasing relationship between the probability of default and the MDSR. Our results allow us to assess the probability of default of the debt outstanding, and to project it under different scenarios.

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    Bibliographic Info

    Paper provided by Central Bank of Chile in its series Working Papers Central Bank of Chile with number 682.

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    Date of creation: Feb 2013
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    Handle: RePEc:chb:bcchwp:682

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    1. Georgarakos, Dimitris & Lojschova, Adriana & Ward-Warmedinger, Melanie E., 2009. "Mortgage Indebtedness and Household Financial Distress," IZA Discussion Papers 4631, Institute for the Study of Labor (IZA).
    2. Robert Shimer, 2008. "The Probability of Finding a Job," American Economic Review, American Economic Association, vol. 98(2), pages 268-73, May.
    3. Rodrigo Alfaro & Natalia Gallardo & Roberto Stein, 2010. "The Determinants of Household Debt Defa," Working Papers Central Bank of Chile 574, Central Bank of Chile.
    4. Robert Shimer, 2007. "Reassessing the Ins and Outs of Unemployment," NBER Working Papers 13421, National Bureau of Economic Research, Inc.
    5. repec:ese:iserwp:2000-04 is not listed on IDEAS
    6. Orla May & Merxe Tudela, 2005. "When is mortgage indebtedness a financial burden to British households? A dynamic probit approach," Bank of England working papers 277, Bank of England.
    7. Umar Faruqui, 2008. "Indebtedness and the Household Financial Health: An Examination of the Canadian Debt Service Ratio Distribution," Working Papers 08-46, Bank of Canada.
    8. Ingrid Jones & Alberto Naudon, 2009. "Dinámica Laboral y Evolución del Desempleo en Chile," Notas de Investigación Journal Economía Chilena (The Chilean Economy), Central Bank of Chile, vol. 12(3), pages 79-87, December.
    9. DeVaney, Sharon A. & Lytton, Ruth H., 1995. "Household insolvency: A review of household debt repayment, delinquency, and bankruptcy," Financial Services Review, Elsevier, vol. 4(2), pages 137-156.
    10. Herrala, Risto & Kauko, Karlo, 2007. "Household loan loss risk in Finland – estimations and simulations with micro data," Research Discussion Papers 5/2007, Bank of Finland.
    11. Greninger, Sue A. & Hampton, Vickie L. & Kitt, Karrol A. & Achacoso, Joseph A., 1996. "Ratios and benchmarks for measuring the financial well-being of families and individuals," Financial Services Review, Elsevier, vol. 5(1), pages 57-70.
    12. Shubhasis Dey & Ramdane Djoudad & Yaz Terajima, 2008. "A Tool for Assessing Financial Vulnerabilities in the Household Sector," Bank of Canada Review, Bank of Canada, vol. 2008(Summer), pages 47-56.
    13. Boheim, Rene & Taylor, Mark P., 2000. "My Home Was My Castle: Evictions and Repossessions in Britain," Journal of Housing Economics, Elsevier, vol. 9(4), pages 287-319, December.
    14. Scott Fay & Erik Hurst & Michelle J. White, 2002. "The Household Bankruptcy Decision," American Economic Review, American Economic Association, vol. 92(3), pages 706-718, June.
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    Cited by:
    1. Carlos Madeira, 2014. "El Impacto del Endeudamiento y Riesgo de Desempleo en la Morosidad de las Familias Chilenas," Notas de Investigación Journal Economía Chilena (The Chilean Economy), Central Bank of Chile, vol. 17(1), pages 88-102, April.
    2. Jaime Ruiz-Tagle & Leidy García & Álvaro Miranda, 2013. "Proceso de Endeudamiento y Sobre Endeudamiento de los Hogares en Chile," Working Papers Central Bank of Chile 703, Central Bank of Chile.

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